A take-home asks for real time — an evening, a weekend, sometimes more — on a process that may not go anywhere. That time is a cost the candidate carries, and it is the thing to design around.
That does not make take-homes wrong. Watching someone do a version of the work can tell you things an interview will not. But it does mean treating the candidate's time as a real cost, and the decisions that determine whether you have done so are made before anything is sent.
The decisions to make first
Is it actually the job? An assignment that tests something adjacent gives you a signal about the adjacent thing. Confirm job relevance before the brief goes out, not after you have read four submissions and started to like one of them.
What is the time box, and does the brief fit inside it? A four-hour box with a task that takes eight is not a time box — it is a test of who is willing to ignore your instructions or who had a free weekend.
What tools are allowed, and what is your AI policy? Decide it and write it down, so candidates are not guessing at a rule they will be judged against.
How is it submitted, and who do they contact about accessibility? Both are easy to leave out and both are the candidate's problem when you do.
Are the scoring anchors and weights set before you read anything? Deciding what good looks like after you have read a submission you enjoyed is how a rubric becomes a justification.
Keep assessment work separate from production work
Use fictional inputs. If the assignment is a real ticket from your backlog, the exercise has stopped being an assessment and become work — and do not assume unpaid real work is an acceptable assessment. Every brief in this library is a fictional challenge for exactly that reason.
That is also why "have qualified HR and legal reviewers approve the exercise" is not a throat-clearing line: compensation, privacy and recordkeeping requirements can all apply here, and they vary by where you are.
The part worth being honest about
These materials do not validate a selection procedure or predict job performance. They give you a role-relevant exercise and a consistent way to score it. Whether the exercise measures anything that matters for your role is a judgement you and your reviewers make.
What is in the download
One ZIP, seven files: a library of 40 fictional challenge briefs across ten sectors as an editable Word document with a PDF reading copy, an editable Candidate Instructions template with its PDF copy, a Universal Scoring Rubric as an Excel workbook with a non-calculating PDF companion, and a START-HERE.pdf carrying the sector index, setup sequence and use limits. $34.99, instant download.
Take-Home Assignment Library — 40 Fictional Challenge Briefs
Have qualified HR and legal reviewers approve the exercise and the applicable process, compensation, privacy and recordkeeping requirements.